Added a file that is able to run OCR on all of the TIF files within t…

…he SCC

modules/deed_preprocessing/read_all_tiffs.py

@@ -0,0 +1,37 @@
+import os
+import zipfile
+import importlib.util
+from spellcheck import correct_spelling
+
+spec = importlib.util.spec_from_file_location("google_cloud_ocr", "../google_cloud_ocr/google_cloud_ocr.py")
+google_cloud_ocr_module = importlib.util.module_from_spec(spec)
+spec.loader.exec_module(google_cloud_ocr_module)
+
+output_dir = './outputs'
+
+os.makedirs(output_dir, exist_ok=True)
+
+for root, dirs, files in os.walk(r'../../../../mass-sec-state-deeds-data/Books 547-1849/'):
+    for file in files:
+
+        if file.endswith('.TIF'):
+            tiff_file_path = os.path.join(root, file)
+
+            with open(tiff_file_path, 'rb') as tiff_file:
+                try:
+                    print(tiff_file_path)
+                    extracted_text = google_cloud_ocr_module.google_cloud_ocr(tiff_file)
+
+                    # spell check the extracted text
+                    corrected_text = correct_spelling(extracted_text)
+
+                    output_file_name = f"{os.path.splitext(file)[0]}.txt"
+                    output_file_path = os.path.join(output_dir, output_file_name)
+
+                    with open(output_file_path, 'w', encoding='utf-8') as output_txt:
+                        output_txt.write(extracted_text)
+
+                except Exception as e:
+                    print(f"Error processing {file}: {str(e)}")
+
+print("OCR processing complete. Text files are saved in:", output_dir)